Application of Quantum Genetic Algorithm in Frequency Allocation of Wireless Ad Hoc Networks
WANG Shuai
WANG Jianbin
DU Gang
Abstract：In this paper,quantum genetic algorithm is applied to the frequency allocation of wireless ad hoc network nodes of ground emergency communication vehicles.By analyzing the frequency constraints of wireless ad hoc network nodes,the mathemati-cal model of frequency allocation is established,and the specific implementation steps based on quantum genetic algorithm are de-signed.The classical genetic algorithm library GAlib is improved,and the engineering implementation of quantum genetic algorithm is completed.By simulating the typical wireless ad hoc network environment,the allocation results of classical genetic algorithm and quantum genetic algorithm are compared and analyzed.Quantum genetic algorithm has obvious advantages in convergence speed and meets the requirements of flexible and efficient node frequency allocation in wireless ad hoc networks.
Keywords：quantum genetic algorithmfrequency allocationtactical wireless ad hoc network
Publication Date：2024-05-20
Online Publishing Date：2025-08-15(First online date of this platform, not the publication date of the document)
Pages：6( 1293-1297,1303 )